traffic-safety

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#traffic-safety

Eliminating traffic deaths

MIT Technology Review ↗ · 2026-10-21 Cached

MIT Technology Review examines why traffic deaths remain a leading cause of preventable death despite proven, low-cost fixes like traffic calming and redesigned intersections, highlighting success stories in Hoboken, New Jersey and Edmonton, Alberta.

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#traffic-safety

Waymo’s driverless cars continue to crash less often than people

The Verge ↗ · 2026-09-24 Cached

Waymo's driverless cars have 82% fewer injury-causing crashes than human drivers based on 271 million miles of data, as the company seeks to convince policymakers of their safety benefits amid ongoing debates.

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#traffic-safety

Driver Behavior Estimation at Signalized Intersections Using a Physics-Constrained Decision-Conditioned Autoregressive Transformer

arXiv cs.LG ↗ · 2026-09-16 Cached

This paper proposes a two-stage physics-constrained autoregressive transformer model to predict driver stop-go decisions and longitudinal trajectories at signalized intersections, using real-world data to enhance traffic safety.

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Reinterpreting Safety Thresholds as Neuron Spiking Thresholds

arXiv cs.AI ↗ · 2026-06-01 Cached

This paper proposes a biologically inspired reinterpretation of surrogate safety measure thresholds using spiking neural networks, aligning with human braking behavior to bridge objective and subjective safety perception in automated driving.

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Intelligent CCTV for Urban Design: AI-Based Analysis of Soft Infrastructure at Intersections

arXiv cs.AI ↗ · 2026-05-08 Cached

This academic paper introduces an AI-enabled analytics framework using existing CCTV infrastructure to evaluate the impact of soft traffic interventions on vehicle speed and safety at urban intersections.

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